[{"data":1,"prerenderedAt":355},["ShallowReactive",2],{"course-budget-and-learning-phase":3},{"id":4,"title":5,"answer":6,"appPath":7,"body":8,"ctaLabel":321,"description":322,"extension":323,"faqs":324,"homework":334,"meta":335,"minutes":336,"module":337,"navigation":338,"order":339,"path":340,"publishedAt":341,"related":342,"seo":344,"sources":345,"stem":353,"updatedAt":341,"__hash__":354},"course\u002Flearn\u002Fcourse\u002Fbudget-and-learning-phase.md","Daily budget and the learning phase","After you launch an ad set or make a big change, Meta spends about a week learning who to show it to, and results jump around. Meta says an ad set leaves this phase after about 50 results in 7 days. A budget, audience or ad change can restart the learning, so set the budget once and leave the ad set alone for 7 days before you judge it.","\u002Fcampaigns",{"type":9,"value":10,"toc":309},"minimark",[11,15,20,28,35,42,46,53,56,84,88,91,160,168,172,175,178,193,203,207,210,244,251,258,262,270,274,291,295,298],[12,13,14],"p",{},"The first days of a new ad set are noisy. On Monday a lead costs RM 8. On Tuesday it costs RM 25. The urge is to fix it: raise the budget, change the audience, rewrite the headline. That urge is the most expensive habit in Meta ads, because most fixes send the ad set back to the start.",[16,17,19],"h2",{"id":18},"what-the-learning-phase-is","What the learning phase is",[12,21,22,23,27],{},"When you launch an ad set, Meta does not yet know who will respond. So it tries different people, places and times, and watches what happens. Meta calls this the ",[24,25,26],"strong",{},"learning phase",". While it runs, costs swing from day to day. That is Meta testing, not your ad failing.",[12,29,30,31,34],{},"Meta says an ad set leaves the learning phase after about ",[24,32,33],{},"50 results in 7 days"," from its last big change. A \"result\" is whatever you asked Meta to look for: purchases, leads or chats. After that, delivery settles and costs become more steady.",[12,36,37,38,41],{},"You can see the status in Ads Manager, in the ",[24,39,40],{},"Delivery"," column of each ad set. \"Learning\" means it is still learning. \"Active\" means it is done.",[16,43,45],{"id":44},"what-learning-limited-means","What Learning Limited means",[12,47,48,49,52],{},"Sometimes the status reads ",[24,50,51],{},"Learning Limited",". It means Meta does not expect this ad set to reach about 50 results in 7 days. The usual causes are a budget too small for your cost per result, an audience too narrow, or a result that happens too rarely.",[12,54,55],{},"It is not a penalty, and a small test can still be read. But if you want the ad set to learn fully, there are three honest fixes:",[57,58,59,72,78],"ol",{},[60,61,62,65,66,71],"li",{},[24,63,64],{},"Raise the budget"," so it can buy about 50 results a week. The maths is in ",[67,68,70],"a",{"href":69},"\u002Flearn\u002Fcourse\u002Fbudget-in-ringgit","How much to spend on Meta ads, in ringgit",".",[60,73,74,77],{},[24,75,76],{},"Pick a result that happens more often."," A chat or an add to cart happens more often than a sale.",[60,79,80,83],{},[24,81,82],{},"Merge ad sets."," Two ad sets at RM 25 a day learn slower than one at RM 50.",[16,85,87],{"id":86},"the-edits-that-restart-learning","The edits that restart learning",[12,89,90],{},"Meta lists the changes it treats as big. Each one restarts the learning phase and throws away what the ad set learned so far.",[92,93,96],"data-table",{"caption":94,"title":95},"Changes Meta lists as significant edits, which send an ad set back into the learning phase.","Edits that restart the Meta learning phase",[97,98,99,112],"table",{},[100,101,102],"thead",{},[103,104,105,109],"tr",{},[106,107,108],"th",{},"Change",[106,110,111],{},"Restarts learning?",[113,114,115,124,131,138,145,153],"tbody",{},[103,116,117,121],{},[118,119,120],"td",{},"Changing the audience or targeting",[118,122,123],{},"Yes",[103,125,126,129],{},[118,127,128],{},"Changing the ad (picture, text) or adding a new ad",[118,130,123],{},[103,132,133,136],{},[118,134,135],{},"Changing the result Meta looks for (the optimisation event)",[118,137,123],{},[103,139,140,143],{},[118,141,142],{},"Changing the bid strategy",[118,144,123],{},[103,146,147,150],{},[118,148,149],{},"A large budget change",[118,151,152],{},"It can",[103,154,155,158],{},[118,156,157],{},"Pausing for 7 days or more",[118,159,123],{},[12,161,162,163,167],{},"On budget, Meta gives no exact percentage. It only says that moving from 100 to 101 is unlikely to restart learning, while 100 to 1,000 may. The \"20%\" you see online is a rule of thumb from advertisers, not from Meta. The ",[67,164,166],{"href":165},"\u002Fblog\u002Ffacebook-ad-learning-phase","learning phase guide"," goes deeper, including when adding an ad does and does not reset it in practice.",[16,169,171],{"id":170},"the-first-week-rule","The first-week rule",[12,173,174],{},"Set the budget once. Then leave the ad set alone for 7 days. Do not judge it on day 2.",[12,176,177],{},"Two exceptions are worth a restart:",[179,180,181,187],"ul",{},[60,182,183,186],{},[24,184,185],{},"Something is broken."," A wrong price, a dead link or a spelling mistake in the offer. Fix it at once. A restart costs less than paying for a broken ad.",[60,188,189,192],{},[24,190,191],{},"The spend is far past what you can afford."," Pause it, and plan a smaller test.",[12,194,195,196,199,200,71],{},"The best way to avoid the first exception is to check every ad before launch. On the AdPlay.ai ad page, ",[24,197,198],{},"Ad check"," looks for problems before you click ",[24,201,202],{},"Launch",[16,204,206],{"id":205},"a-worked-example-the-penang-tuition-centre","A worked example: the Penang tuition centre",[12,208,209],{},"Say you run a tuition centre in Penang. You want parents to book a free trial class, so your result is a lead. You can spend RM 50 a day, and you hope a lead costs about RM 15.",[57,211,212,220,226,232,238],{},[60,213,214,217,218,71],{},[24,215,216],{},"Can it learn?"," RM 50 a day is RM 350 a week. At RM 15 a lead, that buys about 23 leads, short of 50. Expect ",[24,219,51],{},[60,221,222,225],{},[24,223,224],{},"Is that fine?"," For a first test, yes. 23 leads a week is enough to see which ad brings bookings at the lowest cost.",[60,227,228,231],{},[24,229,230],{},"Day 2."," One ad has spent RM 40 with no leads. You leave it.",[60,233,234,237],{},[24,235,236],{},"Day 4."," The same ad has 4 leads, and the cost per lead has dropped. Leaving it was right.",[60,239,240,243],{},[24,241,242],{},"Day 8."," You read the results for the full week. Now you can act: turn off the weakest ad, and keep the rest.",[12,245,246,247,71],{},"If you later want the ad set to learn fully at RM 15 a lead, you need about RM 107 a day (50 × RM 15 ÷ 7). Raise the budget step by step once you have a winner, as shown in ",[67,248,250],{"href":249},"\u002Flearn\u002Fcourse\u002Fraise-the-budget-safely","Raise the budget safely",[12,252,253],{},[254,255],"img",{"alt":256,"src":257},"Two line charts for the Penang tuition centre: in the first, RM 107 a day reaches about 50 leads by day 7 and shows Active, while RM 50 a day reaches about 23 leads and stays Learning Limited. In the second chart, changing the audience on day 3 drops the count to 0, so the ad set reaches 50 leads and Active on day 10 instead of day 7, and a note says to leave the ad set alone for 7 days unless something is broken or the spend is far more than you can afford.","\u002Fimages\u002Flearn\u002Flearning-phase.webp",[16,259,261],{"id":260},"how-copilot-keeps-its-hands-off","How Copilot keeps its hands off",[12,263,264,265,269],{},"On Pro, Copilot in AdPlay.ai reads your Meta account every morning and suggests changes as cards you approve. It follows the same rule. It does not suggest raising the budget of an ad set that is still learning. When it does suggest a raise, each step is at most 20%, with at least 72 hours between budget changes on the same ad set or campaign. Nothing changes until you approve the card. See ",[67,266,268],{"href":267},"\u002Flearn\u002Fcopilot","Copilot"," for how the cards work.",[16,271,273],{"id":272},"checklist","Checklist",[179,275,276,279,282,285,288],{},[60,277,278],{},"I know my target cost per result.",[60,280,281],{},"I know if my budget can buy about 50 results in 7 days, or I accept Learning Limited for this test.",[60,283,284],{},"I checked every ad before launch.",[60,286,287],{},"I wrote down the date 7 days after launch.",[60,289,290],{},"I will not change the audience, the ads or the budget before that date unless something is broken.",[16,292,294],{"id":293},"your-homework","Your homework",[12,296,297],{},"Write three things in your calendar: your daily budget, your target cost per result, and the date 7 days after your launch. Work out if the budget can buy about 50 results a week. If it cannot, decide now: accept Learning Limited for this test, or pick a result that happens more often.",[12,299,300,301,304,305,308],{},"Then open ",[24,302,303],{},"Campaigns"," in AdPlay.ai and check that the goal line at the top shows the same target. If it does not, click ",[24,306,307],{},"Change goal"," and fix it.",{"title":310,"searchDepth":311,"depth":311,"links":312},"",2,[313,314,315,316,317,318,319,320],{"id":18,"depth":311,"text":19},{"id":44,"depth":311,"text":45},{"id":86,"depth":311,"text":87},{"id":170,"depth":311,"text":171},{"id":205,"depth":311,"text":206},{"id":260,"depth":311,"text":261},{"id":272,"depth":311,"text":273},{"id":293,"depth":311,"text":294},"Open Campaigns","How Meta's learning phase works, what Learning Limited means, which edits restart it, and why you should leave a new ad set alone for its first week.","md",[325,328,331],{"question":326,"answer":327},"Is Learning Limited bad?","It is a warning, not a penalty. It means Meta does not expect the ad set to reach about 50 results in 7 days. A small test can still tell you which ad works. If you want it to learn fully, raise the budget, pick a result that happens more often, or merge ad sets into one.",{"question":329,"answer":330},"How much can I raise the budget without restarting learning?","Meta does not publish a percentage. Its own example is that moving from 100 to 101 is unlikely to restart learning, while 100 to 1,000 may. Many advertisers keep each raise to about 20% and wait a few days between raises, but that is a rule of thumb, not Meta's rule.",{"question":332,"answer":333},"Can I pause the ad set for a few days?","A short pause is fine. Meta counts a pause of 7 days or more as a big change, so the ad set learns again when you turn it back on.","Write your daily budget, your target cost per result and the date 7 days after launch in your calendar, and promise yourself no edits before that date.",{},5,4,true,3,"\u002Flearn\u002Fcourse\u002Fbudget-and-learning-phase","2026-11-08",[165,343,69,267],"\u002Fblog\u002Ffacebook-ad-budget-how-much",{"title":5,"description":322},[346,350],{"label":347,"url":348,"year":349},"Meta Business Help Center: About the learning phase","https:\u002F\u002Fwww.facebook.com\u002Fbusiness\u002Fhelp\u002F112167992830700","2026",{"label":351,"url":352,"year":349},"Meta Business Help Center: Significant edits and the learning phase","https:\u002F\u002Fwww.facebook.com\u002Fbusiness\u002Fhelp\u002F316478108955072","learn\u002Fcourse\u002Fbudget-and-learning-phase","H0yiMKfTit3AAKxJWVJE3DduZTJW7dbfEq8oTCJLn3Y",1794226375528]